Advances in Photometric 3D-Reconstruction
Buch in deiner Nähe kaufen
Beschreibung
This book presents the latest advances in photometric 3D reconstruction. It provides the reader with an overview of the state of the art in the field, and of the latest research into both the theoretical foundations of photometric 3D reconstruction and its practical application in several fields (including security, medicine, cultural heritage and archiving, and engineering). These techniques play a crucial role within such emerging technologies as 3D printing, since they permit the direct conversion of an image into a solid object.
The book covers both theoretical analysis and real-world applications, highlighting the importance of deepening interdisciplinary skills, and as such will be of interest to both academic researchers and practitioners from the computer vision and mathematical 3D modeling communities, as well as engineers involved in 3D printing. No prior background is required beyond a general knowledge of classical computer vision models, numerical methods for optimization, and partial differential equations.
This book presents the latest advances in photometric 3D reconstruction. It provides the reader with an overview of the state of the art in the field, and of the latest research into both the theoretical foundations of photometric 3D reconstruction and its practical application in several fields (including security, medicine, cultural heritage and archiving, and engineering). These techniques play a crucial role within such emerging technologies as 3D printing, since they permit the direct conversion of an image into a solid object.
The book covers both theoretical analysis and real-world applications, highlighting the importance of deepening interdisciplinary skills, and as such will be of interest to both academic researchers and practitioners from the computer vision and mathematical 3D modeling communities, as well as engineers involved in 3D printing. No prior background is required beyond a general knowledge of classical computer vision models, numerical methods for optimization, and partial differential equations.
Presents the latest computer vision models, together with their mathematical background Provides a survey of photo-polarimetric 3D reconstruction techniques for a broad audience Describes various industrial and medical applications of interest to engineers and practitioners Discusses potential future developments, for the benefit of researchers new to the field
Autor*in
Jean-Denis Durou
Themen in »Advances in Photometric 3D-Reconstruction«
Shape-from-Shading Shape-from-X Problems Reflectance Models Multi-View Techniques Photometric Stereo Reflectance Estimation Multiple Light Source Models Deep Learning for 3D Recovery Numerical Methods for 3D-Reconstruction Photo-Polarimetric 3D-Reconstruction Real-World Applications